AI assistants now decide which brands, stores and products people see. AI Rankia Data measures it for every product category and country: demand, who the AI recommends, the native shopping carousels, the ads inside answers and the sources AI reads.
Answers from Apr 11, 2026 to Oct 29, 2026161,820 citations readHow we measure
Every tile is one of Mexico's 17 top-level product categories. Size is the estimated number of questions people ask AI each month; colour is the opportunity score. Click any tile to open it.
A native product carousel appeared in 15.7% of AI Mode answers and 11.3% of ChatGPT answers.
AI names Fender, Gibson, Taylor +1
Carousels from Amazon, Gama Music +1
No ads in the AI answers
“¿Qué guitarras me recomiendas comprar en México?”
AI names Acros, Whirlpool, Mabe +2
Carousels from Mercado Libre, LG Electronics Mexico
No ads in the AI answers
“¿Qué lavadoras me recomiendas comprar en México?”
AI names Lyncott, Chilchota, Life Pro Nutrition
Carousels from H-E-B México, Mercado Libre +2
No ads in the AI answers
“¿Qué queso cottage me recomiendas comprar en México?”
The same metrics for every node of the tree, from “All categories” down to a single niche. Each tile below is a real reading from the current snapshot.
Estimated AI asks per month, Google searches, CPC and the 12-month trend, for every category and niche.
Each brand’s share of AI recommendations, engine by engine, and how concentrated the market is.
| Brand | AI Mode | ChatGPT | AI Overviews | Gemini |
|---|---|---|---|---|
| HubSpot | 18.4 | 20.6 | 19.7 | 13.3 |
| Zoho | 17.1 | 20.6 | 21.3 | 13.3 |
| Salesforce | 14.5 | 18.3 | 18 | 12.4 |
| Pipedrive | 15.8 | 16.8 | 19.7 | 12.4 |
Share of mentions in each engine's answers, % · stronger tint = higher
Fragmented · HHI 1,250 · top 3 hold 51.7% · 22 brands
How often AI shows a native product carousel, which stores and product brands fill it, and at what prices.
Top product brands: Truper, Steren, Avera
How often an ad appears inside AI shopping answers and who the advertisers are, country by country. ChatGPT today; Google ads around AI Overviews next.
Liverpool ran 53.4% of the 530 ads seen in Mexico
The domains AI cites when it answers: the pages that shape every recommendation.
Share of the 5,138 citations in Mexico's product answers
One 0–100 score: high AI demand, an open market and little ad pressure, ranked against the categories of the same level. High from 65, medium from 45.
42.8 + 30.2 + 15.7 = 88.6 → percentile among its level: 94
Among the brands AI names, Truper leads in Mexico, Milwaukee in the United States and Makita in Spain. On the shopping shelf, Mercado Libre leads in Mexico, Home Depot in the United States and Amazon in Spain. ChatGPT put an ad in 21.6% of these answers in Mexico and 0% in Spain.
Google product taxonomy #1167 — the same id in every country, so every number lines up. Compare any category
Marketplace intelligence tells you what sells on Mercado Libre and Amazon. This tells you what AI recommends before anyone gets there.
See which brands AI answers name in every category you sell, engine by engine, how concentrated each market is and where competitors win.
Steren leads Electrónica in Mexico with 3.8% of AI brand mentions, ahead of Lenovo and Apple.
Track which stores fill the native product carousels, at what median prices, and who buys the ad space inside ChatGPT answers.
Amazon and Mercado Libre fill 44.4% of the store slots in Mexico's AI shopping carousels.
Size a client's AI opportunity before the first meeting: the demand, who the AI recommends today, what it reads and how open the category is.
Guitarras: 56K AI asks a month, opportunity 98 and no ads in the answers.
Compare categories across Mexico, the United States and Spain on the same taxonomy ids: concentration, store share, ad pressure and demand.
ChatGPT showed an ad in 37% of shopping answers in the US and 0.1% in Spain.
We ask AI engines the questions shoppers and buyers ask and read what comes back. Only demand is estimated, and the methodology shows exactly how.
A short product search and a buying question for every niche, the same two in every country, plus the questions of each industry index.
Read from the AI engines themselves: AI Mode, ChatGPT, AI Overviews, Gemini, Perplexity, Claude and Grok.
Plus 12,514 native products, 4,211 stores, 1,790 ads and 161,820 citations taken from those answers.
Rolled up the Google product taxonomy and the industries tree, in 3 countries: every parent adds the raw counts of the answers below it.
Every AI metric shows its sample size and the date of its last answer. Thin samples look thin.
Google Keyword Planner searches (12-month average); AI asks estimated from the share of commercial searches each engine answers.
A new snapshot every month, so trends and history build up instead of being modelled.
Only prompts from AI Rankia's own index. Never a client's prompt, brand or workspace.
Explore every category for free. Pro completes every list in every country; Enterprise brings the data into your own tools.
Explore every category and country.
Every list complete, in every country.
The data inside your own stack.
Anything else? Write to [email protected] or read the methodology.
Search 13,596 categories and 16,098 brands. Free to explore.
